Please use this identifier to cite or link to this item:
https://hdl.handle.net/10216/19476| Author(s): | João Abel Peças Lopes Maria Helena Osório Pestana de Vasconcelos |
| Title: | Security evaluation of interconnected systems with large wind power production using artificial intelligence systems |
| Issue Date: | 2006 |
| Abstract: | This paper presents a new methodology to evaluate, within the framework of on-line security assessment, the dynamic behavior of interconnected power systems having an increased penetration of wind power production. This approach exploits functional knowledge generated off-line, the Regression Tree (RT) automatic learning method to perform Feature Subset Selection (FSS) and Artificial Neural Networks (ANN) to provide a way for fast evaluation of the security degree. |
| Subject: | Energias renováveis, Inteligência artificial, Engenharia electrotécnica, electrónica e informática Renewable energies, Artificial intelligence, Electrical engineering, Electronic engineering, Information engineering |
| Scientific areas: | Ciências da engenharia e tecnologias::Engenharia electrotécnica, electrónica e informática Engineering and technology::Electrical engineering, Electronic engineering, Information engineering |
| URI: | https://repositorio-aberto.up.pt/handle/10216/19476 |
| Source: | First International ICSC Symposium on ARTIFICIAL INTELLIGENCE IN ENERGY SYSTEMS AND POWER, AIESP |
| Document Type: | Artigo em Livro de Atas de Conferência Internacional |
| Rights: | openAccess |
| License: | https://creativecommons.org/licenses/by-nc/4.0/ |
| Appears in Collections: | FEUP - Artigo em Livro de Atas de Conferência Internacional |
This item is licensed under a Creative Commons License
